Jefersson A. dos Santos

Cited by

	All	Since 2016
Citations	2750	2186
h-index	24	21
i10-index	47	35

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Co-authors

Ricardo da Silva TorresFull Professor, Norwegian University of Science and Technology (NTNU)Verified email at ntnu.no
Keiller NogueiraUniversity of StirlingVerified email at cs.stir.ac.uk
Otávio A. B. PenattiResearcher at Samsung, BrazilVerified email at ic.unicamp.br
Patricia MorellatoProfessor, Department of Botany , UNESPVerified email at unesp.br
Jurandy AlmeidaAssistant Professor, Universidade Federal de São Paulo (UNIFESP)Verified email at unifesp.br
Falcao, A.X.Professor of Computer Science, University of CampinasVerified email at ic.unicamp.br
William Robson SchwartzAssociate Professor of Computer Science, Federal University of Minas Gerais, BrazilVerified email at dcc.ufmg.br
Bruna AlbertonUniversidade Estadual Paulista "Julio de Mesquita Filho" - UNESPVerified email at unesp.br
Dr. Anderson Rocha (Associate Profes...University of Campinas (Unicamp), Campinas, SP, BrazilVerified email at unicamp.br
Philippe-Henri GosselinPrincipal Scientist, InterDigital R&D FranceVerified email at interdigital.com
Rubens Augusto Camargo LamparelliPesquisador no Núcleo Interdisciplinar de Planejamento EnergéticoVerified email at nipeunicamp.org.br
Arnaldo de Albuquerque AraujoProfessor of Computer Science, Federal University of Minas GeraisVerified email at dcc.ufmg.br
Carlos CaetanoSamsung Research Brazil (SRBR)Verified email at dcc.ufmg.br
John E. Vargas-MuñozUniversity of CampinasVerified email at ic.unicamp.br
Rodrigo Tripodi CalumbyProfessor, University of Feira de SantanaVerified email at uefs.br
Marcos Andre GoncalvesComputer Science Professor, Universidade Federal de Minas Gerais, BrazilVerified email at dcc.ufmg.br
Greice C. Mariano, PhDPostdoctoral Research Fellow at VAL Lab, OCAD UniversityVerified email at ocadu.ca
Mauro Dalla MuraGIPSA-lab, Grenoble Institute of TechnologyVerified email at gipsa-lab.grenoble-inp.fr
Jocelyn ChanussotGrenoble Institute of TechnologyVerified email at gipsa-lab.grenoble-inp.fr
Lin Tzy LiSamsung R&D Institute Brazil / Universidade Estadual de CampinasVerified email at ic.unicamp.br

Jefersson A. dos Santos

Universidade Federal de Minas Gerais (UFMG), Brazil

Verified email at dcc.ufmg.br - Homepage

Image Processing Machine Learning Computer Vision Remote sensing


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Towards better exploiting convolutional neural networks for remote sensing scene classification K Nogueira, OAB Penatti, JA Dos Santos Pattern Recognition 61, 539-556, 2017	581	2017
Do deep features generalize from everyday objects to remote sensing and aerial scenes domains? OAB Penatti, K Nogueira, JA Dos Santos Proceedings of the IEEE conference on computer vision and pattern …, 2015	540	2015
Relevance feedback based on genetic programming for image retrieval CD Ferreira, JA Santos, R da S Torres, MA Gonçalves, RC Rezende, ... Pattern Recognition Letters 32 (1), 27-37, 2011	100	2011
Evaluating the potential of texture and color descriptors for remote sensing image retrieval and classification JA dos Santos, OAB Penatti, RS Torres VISAPP 2010, 203-208, 2010	93*	2010
Multiscale classification of remote sensing images JA Dos Santos, PH Gosselin, S Philipp-Foliguet, R da S Torres, AX Falcao Geoscience and Remote Sensing, IEEE Transactions on 50 (10), 3764 - 3775, 2012	92	2012
A relevance feedback method based on genetic programming for classification of remote sensing images JA Dos Santos, CD Ferreira, RS Torres, MA Gonçalves, RAC Lamparelli Information Sciences 181 (13), 2671-2684, 2011	78	2011
Improving Spatial Feature Representation from Aerial Scenes by Using Convolutional Networks K Nogueira, WO Miranda, JA dos Santos SIBGRAPI 2015 – Conference on Graphics, Patterns and Images, Salvador …, 0	55*
Nature-inspired framework for hyperspectral band selection RYM Nakamura, LMG Fonseca, JA Dos Santos, RS Torres, XS Yang, ... IEEE Transactions on Geoscience and Remote Sensing 52 (4), 2126-2137, 2013	54	2013
Introducing digital cameras to monitor plant phenology in the tropics: applications for conservation B Alberton, RS Torres, LF Cancian, BD Borges, J Almeida, GC Mariano, ... Perspectives in Ecology and Conservation 15 (2), 82-90, 2017	51	2017
Automatic classifier fusion for produce recognition FA Faria, JA dos Santos, A Rocha, RS Torres 2012 25th SIBGRAPI Conference on Graphics, Patterns and Images, 252-259, 2012	51	2012
A framework for selection and fusion of pattern classifiers in multimedia recognition FA Faria, JA Dos Santos, A Rocha, RS Torres Pattern Recognition Letters 39, 52-64, 2014	50	2014
Interactive multiscale classification of high-resolution remote sensing images JA dos Santos, PH Gosselin, S Philipp-Foliguet, RS Torres, AX Falcao IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2013	48	2013
Behavior knowledge space-based fusion for copy–move forgery detection A Ferreira, SC Felipussi, C Alfaro, P Fonseca, JE Vargas-Munoz, ... IEEE Transactions on Image Processing 25 (10), 4729-4742, 2016	42	2016
Applying machine learning based on multiscale classifiers to detect remote phenology patterns in cerrado savanna trees J Almeida, JA dos Santos, B Alberton, RS Torres, LPC Morellato Ecological informatics 23, 49-61, 2014	38	2014
Exploiting convnet diversity for flooding identification K Nogueira, SG Fadel, ÍC Dourado, RO Werneck, JAV Muñoz, ... IEEE Geoscience and Remote Sensing Letters 15 (9), 1446-1450, 2018	36	2018
Laser printer attribution: Exploring new features and beyond A Ferreira, LC Navarro, G Pinheiro, JA dos Santos, A Rocha Forensic science international 247, 105-125, 2015	36	2015
Dynamic multicontext segmentation of remote sensing images based on convolutional networks K Nogueira, M Dalla Mura, J Chanussot, WR Schwartz, JA dos Santos IEEE Transactions on Geoscience and Remote Sensing 57 (10), 7503-7520, 2019	35	2019
Incorporating multiple distance spaces in optimum-path forest classification to improve feedback-based learning AT da Silva, JA dos Santos, AX Falcão, RS Torres, LP Magalhães Computer Vision and Image Understanding 116 (4), 510-523, 2012	33	2012
Skelemotion: A new representation of skeleton joint sequences based on motion information for 3d action recognition C Caetano, J Sena, F Brémond, JA Dos Santos, WR Schwartz 2019 16th IEEE International Conference on Advanced Video and Signal Based …, 2019	32	2019
Phenological visual rhythms: Compact representations for fine-grained plant species identification J Almeida, JA dos Santos, B Alberton, LPC Morellato, RS Torres Pattern Recognition Letters 81, 90-100, 2016	28	2016

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